Carter County, Oklahoma

• Income gap: Households earn meaningfully less than the national median, which directly affects retail demand, housing absorption, and tax base.
• Elevated poverty: At 16.2%, the rate is in economically distressed territory and supports federal funding narratives (CDFI, NMTC, EDA).
• Talent gap: Bachelor's-or-higher attainment trails the national average by 15.8 pts, relevant for advanced-services attraction strategy.

• Largest sector: Retail Trade employs 3,594 workers (20.2% of tracked sectors), at an average wage of $37,214.
• Economic scale: Regional GDP of $3.8B (2024).
• Wage stratification: Manufacturing averages $103,446 while Accommodation and Food Services averages $20,574, a 5.0x spread in the same local economy, with implications for workforce development and talent strategy.

• Top specialization: Petroleum and Coal Products Manufacturing concentrates at 26.12x the national norm, top-decile concentration, the kind of signature sector that defines a region's economic identity to site selectors.
• Cluster depth: 6 sub-sectors register LQ ≥ 1.5, suggesting an interconnected industrial base rather than reliance on a single employer or sector.
• Attraction whitespace: 8 sub-sectors register LQ < 0.5, candidates for diversification or recruitment depending on labor-market fit.

• Affordable market: Home value to income ratio of 2.8x is well below the ~4.1x national average; supports talent attraction and family settlement narratives.
• Elevated vacancy: 11.9% vacancy rate. In resort, rural, and seasonal markets much of this is recreational/seasonal (second homes), not available supply; confirm the vacancy-by-reason split before treating it as a redevelopment opportunity.
• Affordable rent tiers: 4 of 5 HUD Fair Market Rent bedroom tiers sit below the 30%-of-median-income affordability threshold (~$1,518/mo).

• Short commutes: 20.8-minute mean commute is a quality-of-life and labor-access advantage worth surfacing for site selectors.
• Talent pipeline: 6 regional institutions feed the workforce; the top three combined produce 16,669 annual credentials.

Carter County shows strong potential for petroleum and coal products manufacturing attraction, with a 26.12x concentration and 430 jobs in this sub-sector. It ranks in the top decile nationally.

The interconnected base across petroleum and coal products manufacturing, general merchandise retailers, and truck transportation creates supply-chain attraction leverage rather than single-employer risk, a structural advantage for industrial recruitment.